Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Erschienen in:
Photometry Kapitel lesen Erstes Kapitel lesen

2020 | OriginalPaper | Buchkapitel

7. Other Shape Reconstruction Techniques

verfasst von : Katsushi Ikeuchi, Yasuyuki Matsushita, Ryusuke Sagawa, Hiroshi Kawasaki, Yasuhiro Mukaigawa, Ryo Furukawa, Daisuke Miyazaki

Erschienen in: Active Lighting and Its Application for Computer Vision

Verlag: Springer International Publishing

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In the previous chapters, the photometric stereo and structured light methods were introduced. Although these two methods have been well studied in the computer vision field, other optical phenomena are used to provide clues for shape reconstruction. In this chapter, shape reconstruction techniques that utilize special optical phenomena (e.g., polarization, fluorescence, cast shadow, and projector defocus) are introduced.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Jetzt informieren
Vorheriges Kapitel Structured Light
Nächstes Kapitel Photometric Estimation
Literatur
1.
Born M, Wolf E (2013) Principles of optics: electromagnetic theory of propagation, interference and diffraction of light. Elsevier
2.
Hecht E (1998) Hecht optics vol 997. Addison Wesley, pp 213–214
3.
Shurcliff WA (1966) Polarized light. Production and use. Harvard University Press, Cambridge, MA| c1966
4.
Wolff LB, Boult TE (1991) Constraining object features using a polarization reflectance model. IEEE Trans Pattern Anal Mach Intell (PAMI) 7:635–657CrossRef
5.
Rahmann S (1999) Inferring 3d scene structure from a single polarization image. In: Polarization and color techniques in industrial inspection, vol 3826. International Society for Optics and Photonics, pp 22–34
6.
Rahmann S (2000) Polarization images: a geometric interpretation for shape analysis. In: Proceedings of the international conference on pattern recognition (ICPR), vol 3. IEEE, pp 538–542
7.
Rahmann S, Canterakis N (2001) Reconstruction of specular surfaces using polarization imaging. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), vol 1. IEEE, pp I–I
8.
Rahmann S (2003) Reconstruction of quadrics from two polarization views. In: Iberian conference on pattern recognition and image analysis. Springer, pp 810–820
9.
Atkinson GA, Hancock ER (2007) Shape estimation using polarization and shading from two views. IEEE Trans Pattern Anal Mach Intell (PAMI) 29(11):2001–2017CrossRef
10.
Miyazaki D, Shigetomi T, Baba M, Furukawa R, Hiura S, Asada N (2016) Surface normal estimation of black specular objects from multiview polarization images. Opt Eng 56(4):041303CrossRef
11.
Miyazaki D, Furuhashi R, Hiura S (2020) Shape estimation of concave specular object from multiview polarization. J Electron Imaging 29(4):041006CrossRef
12.
Cui Z, Gu J, Shi B, Tan P, Kautz J (2017) Polarimetric multi-view stereo. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), pp 1558–1567
13.
Yang L, Tan F, Li A, Cui Z, Furukawa Y, Tan P (2018) Polarimetric dense monocular slam. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), pp 3857–3866
14.
Mecca R, Logothetis F, Cipolla R (2018) A differential approach to shape from polarization
15.
Miyazaki D, Tan RT, Hara K, Ikeuchi K (2003) Polarization-based inverse rendering from a single view. In: Proceedings of the international conference on computer vision (ICCV). IEEE Computer Society, p 982
16.
Atkinson GA, Hancock ER (2006) Recovery of surface orientation from diffuse polarization. IEEE Trans Image Process (TIP) 15(6):1653–1664CrossRef
17.
Miyazaki D, Saito M, Sato Y, Ikeuchi K (2002) Determining surface orientations of transparent objects based on polarization degrees in visible and infrared wavelengths. J Opt Soc Am A 19(4):687–694CrossRef
18.
Saito M, Sato Y, Ikeuchi K, Kashiwagi H (1999) Measurement of surface orientations of transparent objects by use of polarization in highlight. J Opt Soc Am A 16(9):2286–2293CrossRef
19.
Barbour BA (2012) Apparatus and method for extracting information from electromagnetic energy including target 3d structure and materials. US Patent 8,320,661
20.
Miyazaki D, Kagesawa M, Ikeuchi K (2004) Transparent surface modeling from a pair of polarization images. IEEE Trans Pattern Anal Mach Intell (PAMI) 1:73–82CrossRef
21.
Huynh CP, Robles-Kelly A, Hancock ER (2013) Shape and refractive index from single-view spectro-polarimetric images. Int J Compu Vis (IJCV) 101(1):64–94MathSciNetCrossRef
22.
Kobayashi Y, Morimoto T, Sato I, Mukaigawa Y, Tomono T, Ikeuchi K (2016) Reconstructing shapes and appearances of thin film objects using RGB images. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), pp 3774–3782
23.
Koshikawa K, Shirai Y (1987) A model-based recognition of glossy objects using their polarimetrical properties. Adv Robot 2(2):137–147CrossRef
24.
Guarnera GC, Peers P, Debevec P, Ghosh A (2012) Estimating surface normals from spherical stokes reflectance fields. In: Proceedings of the European conference on computer vision (ECCV). Springer, pp 340–349
25.
Morel O, Stolz C, Meriaudeau F, Gorria P (2006) Active lighting applied to three-dimensional reconstruction of specular metallic surfaces by polarization imaging. Appl Opt 45(17):4062–4068CrossRef
26.
Drbohlav O, Sara R (2001) Unambiguous determination of shape from photometric stereo with unknown light sources. In: Proceedings of the international conference on computer vision (ICCV), vol 1. IEEE, pp 581–586
27.
Ngo Thanh T, Nagahara H, Taniguchi RI (2015) Shape and light directions from shading and polarization. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), pp 2310–2318
28.
Smith W, Ramamoorthi R, Tozza S (2018) Height-from-polarisation with unknown lighting or albedo. In: IEEE transactions on pattern analysis and machine intelligence (PAMI)
29.
Kadambi A, Taamazyan V, Shi B, Raskar R (2017) Depth sensing using geometrically constrained polarization normals. Int J Comput Vis (IJCV) 125(1–3):34–51MathSciNetCrossRef
30.
Yu Y, Zhu D, Smith WA (2017) Shape-from-polarisation: a nonlinear least squares approach. In: Proceedings of the international conference on computer vision (ICCV), pp 2969–2976
31.
Miyazaki D, Ikeuchi K (2007) Shape estimation of transparent objects by using inverse polarization ray tracing. IEEE Trans Pattern Anal Mach Intell (PAMI) 29(11):2018–2030CrossRef
32.
Sato I, Okabe T, Sato Y (2012) Bispectral photometric stereo based on fluorescence. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR). IEEE, pp 270–277
33.
Treibitz T, Murez Z, Mitchell BG, Kriegman D (2012) Shape from fluorescence. In: Proceedings of the European conference on computer vision (ECCV). Springer, pp 292–306
34.
Murez Z, Treibitz T, Ramamoorthi R, Kriegman D (2015) Photometric stereo in a scattering medium. In: Proceedings of the international conference on computer vision (ICCV), pp 3415–3423
35.
Hullin MB, Fuchs M, Ihrke I, Seidel HP, Lensch HP (2008) Fluorescent immersion range scanning. ACM Trans Graph (TOG) 27(3):87CrossRef
36.
Okabe T, Sato I, Sato Y (2009) Attached shadow coding: estimating surface normals from shadows under unknown reflectance and lighting conditions. In: Proceedings of the international conference on computer vision (ICCV). IEEE, pp 1693–1700
37.
Kawasaki H, Furukawa R (2007) Shape reconstruction from cast shadows using coplanarities and metric constraints. In: Proceedings of the Asian conference on computer vision (ACCV) LNCS 4843, vol II, pp 847–857
38.
Shafer SA, Kanade T (1983) Using shadows in finding surface orientations. Comput Vis Graph Image Process 22(1):145–176CrossRef
39.
Hambrick LN, Loew MH, Carroll RLJ (1987) The entry exit method of shadow boundary segmentation. IEEE Trans Pattern Anal Mach Intell (PAMI) 9(5):597–607
40.
Hatzitheodorou M, Kender J (1988) An optimal algorithm for the derivation of shape from shadows. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), pp 486–491
41.
Raviv D, Pao Y, Loparo KA (1989) Reconstruction of three-dimensional surfaces from two-dimensional binary images. IEEE Trans Robot Autom 5(5):701–710CrossRef
42.
43.
44.
45.
Yamazaki S, Narasimhan SG, Baker S, Kanade T (2007) Coplanar shadowgrams for acquiring visual hulls of intricate objects. In: Proceedings of the international conference on computer vision (ICCV)
46.
Kriegman DJ, Belhumeur PN (2001) What shadows reveal about object structure. J Opt Soc Am 18(8):1804–1813CrossRef
47.
Caspi Y, Werman M (2003) Vertical parallax from moving shadows. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), vol 2. IEEE, pp 2309–2315
48.
Nayar S, Watanabe M, Noguchi M (1996) Real-Time focus range sensor. IEEE Trans Pattern Anal Mach Intell (PAMI) 18(12):1186–1198CrossRef
49.
Kawasaki H, Horita Y, Masuyama H, Ono S, Kimura M, Takane Y (2013) Optimized aperture for estimating depth from projector’s defocus. In: 2013 International conference on 3d vision-3DV 2013. IEEE, pp 135–142
50.
Kawasaki H, Horita Y, Morinaga H, Matugano Y, Ono S, Kimura M, Takane Y (2012) Structured light with coded aperture for wide range 3d measurement. In: 2012 19th IEEE international conference on image processing. IEEE, pp 2777–2780
51.
Kawasaki H, Ono S, Horita Y, Shiba Y, Furukawa R, Hiura S (2015) Active one-shot scan for wide depth range using a light field projector based on coded aperture. In: Proceedings of the international conference on computer vision (ICCV), pp 3568–3576
Metadaten
Titel
Other Shape Reconstruction Techniques
verfasst von
Katsushi Ikeuchi
Yasuyuki Matsushita
Ryusuke Sagawa
Hiroshi Kawasaki
Yasuhiro Mukaigawa
Ryo Furukawa
Daisuke Miyazaki
Copyright-Jahr
2020
Buch
Active Lighting and Its Application for Computer Vision

Print ISBN: 978-3-030-56576-3

Electronic ISBN: 978-3-030-56577-0

Copyright-Jahr: 2020

DOI
https://doi.org/10.1007/978-3-030-56577-0_7